Beihezhuang, located about 7.5 kilometers southwest of the county seat, has a history of nearly 1,000 years, and it is a dragon-shaped architectural style like an old castle. According to county records, Beihezhuang was named "Shatuo Village" in Yuan Dynasty. This name may be related to "King Shatuo" Li Keyong (whose son established the post-Tang regime). The dragon-shaped building in Beihezhuang Village says so because it has a curved east-west street and a narrow north-south east-west street, which twists and turns like a dragon's body. Two Nanmen Street and Beimen Street crisscross, and there is no street, like a dragon's limbs. Seen from the air, it really looks like a dormant dragon. There are two words circulating in the village: "North Hezhuang Street is three miles long, with six doors and eight temples and double walls." Six doors: East Gate, Xiaonanmen Gate, South Gate, West Gate, Big North Gate and Small North Gate. The south gate is the gate of the ancient castle. A stone tablet engraved with the words "ancient castle". Eight temples: Three temples in the village: Long Mu Temple, Kannonji Temple and Zhenwu Temple, representing the head, heart and abdomen of the dragon; Five temples outside the village: Huang Yu Temple, Sansheng Temple, San Xiao Temple, Guandi Temple and Wudao Temple. These five temples are located outside six gates, namely the anal tail and four claws of the dragon. There are two small brick wells on both sides outside the East Gate, called Longan, and there is a big mound about 200 meters away from the East Gate. Erdaozhai building is relatively rough, and there is no crib equipment. Yanbei River Village was renamed Guzhubao in Qing Dynasty. Beihezhuang was called Shatuo Village before Yuan Dynasty, and it was named Beihezhuang (outside the old Hebei Province) in Yongle period of Ming Dynasty, and it was renamed Guzhubao in Qing Dynasty. However, the villagers used to call it Beihezhuang, and the ancient bamboo fort failed to pass down and was soon abandoned, so it is still called Beihezhuang now.

Beihe Commune was founded in 1958, and 1983 was changed to township. 1997, with an area of 58.3 square kilometers and a population of 49,000.